1. Big Data Health Analytics is Personalizing Care ANITA T
SALINAS [email protected]
www.linkedin.com/in/anitatsalinas
2. Big Data Health Analytics is Personalizing Care Harnessing
high data volumes & varieties with analysis Analyzing todays
high data volumes, multiple sources and types of data to discover
patterns that improve care for an individuals specific needs 2
examples Chronic disease management Hospital readmissions
3. 1. Chronic Disease Management Chronic Obstructive Pulmonary
Disease (COPD) 72 year old Larry doesnt get enough oxygen COPD =
Bronchitis + emphysema 3rd highest cause of death in US
4. 1. Real-time, Round-the-Clock Monitoring Wearable + Cloud +
Big Data Health Analytics Solution Sensor collects continuous
biometrics stream Thousands of data points/minute to cloud
Self-monitoring, Caregivers monitor remotely Analyze symptoms,
history over time Trigger automatic alerts, set thresholds Result
Improve patients every day condition Improve medication adherence
Avoid more acute symptoms & care Respiratory Rate Heart
Rate/Variability Sleep Staging/Quality Calorie Burn/Steps Skin
Temperature Fall Detection/Severity
5. 2. Preventing Hospital Readmissions Who wants to go to the
hospital? Who wants to go again? Not patient: One of the most
dangerous places in the world Harvard Professor, MD Not plan:
Average cost >$1700/day, average length of stay = 5 days Not
provider: CMS penalties for readmissions - $227M, 2225 hospitals in
2013
6. 2. U Pitt Medical Center Readmission Risk Score Big Data +
Predictive Health Analytics Solution Combine Dr. notes, claims,
pharmacy, clinical data Analyze for patterns, correlations Predict
patients needing post-discharge urgent care Assign readmission risk
score at discharge Result Assign proactive follow up care for
high-risk patients Reduced readmissions by 37%
7. Big Data Health Analytics is Personalizing Care These are
just 2 examples. Consider personalized care possibilities of
analyzing a combination of big data from Physiology Clinical
Pharmacy Claims Public Data / Demographics Social media /
Behavioral Genomics Genealogy